
Blog
ai
|Scale & Resilience
|Engineering
"I'll know it when I see it" is the classic car buyer's line, but it's also the one thing old-school search bars totally fail to deliver. Traditional keyword search fails when a customer wants a car that "looks like this photo from Fast and Furious." This is where vector search comes in, transforming unstructured data into mathematical vectors to find semantically similar items.

Alejandro Infanzon
January 27, 2026
AI
Banking & Fintech
ai
Product
How to Simulate Resilient, Real-Time Anomaly Detection with CockroachDB and Kafka
When it comes to real-time applications, resilience isn't a nice-to-have, it’s a necessity. In this post, we’ll walk through a live demo designed to stress-test CockroachDB’s ability to detect anomalies in a stream of financial transactions. Along the way, we’ll simulate production traffic, observe latency under load, and scale our detection pipeline on the fly.

Rob Reid
January 26, 2026
Scale & Resilience
ai
Why Agentic AI is Outrunning Your Database (and How to Catch Up FAST)
Over the past year, it’s become increasingly clear that the most consequential change in AI isn’t happening in models — it’s happening in volume. As agentic systems move from experimentation into production and autonomy, autonomous activity is beginning to rival, and poised to exceed, human-driven traffic across the internet. That shift changes the economics and the physics of software.

Jeff Cotrupe
January 20, 2026
ai
SQL
Why Modern AI Workloads Need Distributed Database Architecture
AI workloads have become business-critical applications. Agentic systems, real-time inference, recommendation engines, fraud detection, and retrieval-augmented generation (RAG) are live and impacting the customer experience.

David Weiss
December 30, 2025
ai
Scale & Resilience
How ClickHouse and CockroachDB Power Real-Time AI at Scale
Real-time AI isn’t a future ambition. It’s today’s business necessity. But powering fast, intelligent experiences in production takes more than just a good model. You need the right data infrastructure behind it.

Becca Weng
December 24, 2025
AWS
ai
Events
How to Build Resilient GenAI and Agentic Apps with Intelligent Memory
As GenAI applications evolve from chat interfaces to autonomous agents, they are also introducing real infrastructure challenges. Model hallucinations, service outages, and scaling limitations are common blockers, especially for enterprise teams trying to move beyond proof of concept.

Becca Weng
December 16, 2025
Scale & Resilience
Database Modernization
ai
2025: Benchmarking for reality and building systems that last
This year the tech industry faced big changes: DORA regulations went into effect, the increasing adoption of AI and AI agents, and major outages. As our State of Resilience Report found earlier this year, organizations experience on average 86 outages each year. Within just one month, we saw critical services falter as AWS, Azure, and Cloudflare grappled with downtime. In 2025, the everyday consumer felt firsthand the impact of those outages: sites like X and ChatGPT malfunctioned, airlines suffered, and customer trust eroded.

Becca Weng
December 15, 2025
ai
Company
Connecting the Data Dots: How Isaac Wong Leads R&D at Cockroach Labs
When Isaac Wong talks about building systems, he puts people before servers or code. A mathematician turned engineering leader, Wong is constantly connecting abstract theory with real-world resilience. Today, as Executive Vice President of R&D at Cockroach Labs, he leads teams shaping one of the world’s most advanced distributed databases.

David Weiss
December 10, 2025
Database Modernization
ai
AWS
Scale Smart, Resilient, and Global: CockroachDB + AWS at re:Invent 2025
For Cockroach Labs and AWS, it’s been a year since we announced our Strategic Collaboration Agreement, and this is a moment to highlight how our partnership has grown. Today, we’re powering a new class of applications, from real-time genAI use-cases to scalable fintech platforms to globally resilient gaming experiences, ready to tackle the ever-changing landscape of tech advances.

Becca Weng
December 1, 2025
ai
Database Modernization
Events
From agents to architecture: How AI ushers in the next era of infrastructure
As part of our participation in Microsoft Ignite, Cockroach Labs hosted our latest Cockroach Connect, The Hidden Infrastructure Challenges Behind AI in San Francisco. In a day packed with activity, our CEO and co-founder Spencer Kimball moderated a powerhouse panel of investors: Peter Fenton (Benchmark), Satish Dharmaraj (Redpoint Ventures), and Lucas Swisher (Coatue). The conversation dove into the tectonic shifts underway in technology as AI redefines how systems and software are built, and how businesses operate.

Becca Weng
November 26, 2025